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Lei Wang
b5bd642479
* Refactor GEMM operations to use explicit WGMMA and TCGEN5MMA functions - Replaced instances of T.gemm with T.wgmma_gemm and T.tcgen05_gemm in various example scripts to enhance performance and control over asynchronous execution. - Updated related documentation to reflect the changes in GEMM function usage, ensuring clarity on the new explicit interfaces. - Removed unnecessary wg_wait parameters from GEMM calls, aligning with the new function signatures. This refactor improves the efficiency of matrix multiplication operations in the TileLang framework, particularly for Hopper and Blackwell architectures. * lint fix * Refactor GEMM operations to unify function signatures - Replaced deprecated GEMM function variants (gemm_v1, gemm_v2, tcgen05_gemm_v1, tcgen05_gemm_v2) with a single unified function (gemm, tcgen05_gemm) across examples and tests. - Updated test cases to reflect the new function signatures, ensuring consistency and clarity in GEMM operation usage. - This change simplifies the API and enhances maintainability within the TileLang framework. * Refactor GEMM initialization to improve annotation checks - Simplified the handling of "is_wgmma" and "is_tcgen05" annotations by removing redundant checks and adding explicit error messages for type validation. - Enhanced the validation for the "mbar" argument to ensure it is a BufferLoadNode, improving error handling and code clarity. - These changes streamline the initialization process for GEMM operations, enhancing maintainability and robustness in the TileLang framework.